Optimal direct mailing modelling based on data envelopment analysis

Optimal direct mailing modelling based on data envelopment analysis

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Article ID: iaor201522542
Volume: 31
Issue: 2
Start Page Number: 101
End Page Number: 109
Publication Date: May 2014
Journal: Expert Systems
Authors: , ,
Keywords: direct mail
Abstract:

Data envelopment analysis (DEA) is a mathematical programming technique that is frequently used for measuring and benchmarking efficiency of the homogenous decision‐making units (DMUs). This paper proposes a new use of DEA for customers scoring and particularly their direct mailing modelling. Moreover, because DEA models suffer from some weaknesses, that is, unrealistic weighting scheme of the inputs and outputs and incomplete ranking among efficient DMUs, the present paper compares different ways of solving these problems and concludes that common set of weights method, as a result of some advantages, outperforms other procedures.

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